
"""simple docstring"""


import time
from contextlib import contextmanager
from pathlib import Path

import pytest
import requests
from huggingface_hub.hf_api import HfApi, HfFolder


_lowercase				 =					'''__DUMMY_TRANSFORMERS_USER__'''
_lowercase				 =					'''Dummy User'''
_lowercase				 =					'''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'''

_lowercase				 =					'''https://hub-ci.huggingface.co'''
_lowercase				 =					CI_HUB_ENDPOINT + '''/datasets/{repo_id}/resolve/{revision}/{path}'''
_lowercase				 =					CI_HUB_ENDPOINT + '''/{repo_id}/resolve/{revision}/{filename}'''
_lowercase				 =					Path('''~/.huggingface/hub_ci_token''').expanduser()






@pytest.fixture
def    _snake_case					(		snake_case__ :  List[Any]  ):
	monkeypatch.setattr(
	    'huggingface_hub.file_download.HUGGINGFACE_CO_URL_TEMPLATE'						,   snake_case__  )






@pytest.fixture
def    _snake_case					(		snake_case__ :  int  ):
	monkeypatch.setattr('datasets.config.HF_ENDPOINT'						,   snake_case__  )
	monkeypatch.setattr('datasets.config.HUB_DATASETS_URL'						,   snake_case__  )






@pytest.fixture
def    _snake_case					(		snake_case__ :  List[Any]  ):
	monkeypatch.setattr('huggingface_hub.hf_api.HfFolder.path_token'						,   snake_case__  )






@pytest.fixture
def    _snake_case					(		snake_case__ :  Tuple						,   snake_case__ :  Any  ):
	HfFolder.save_token(snake_case__  )
	yield
	HfFolder.delete_token()






@pytest.fixture(scope='session'  )
def    _snake_case					(		):
	return HfApi(endpoint=snake_case__  )






@pytest.fixture(scope='session'  )
def    _snake_case					(		snake_case__ :  HfApi  ):
	A     = HfFolder.get_token()
	HfFolder.save_token(snake_case__  )
	yield CI_HUB_USER_TOKEN
	if previous_token is not None:
		HfFolder.save_token(snake_case__  )






@pytest.fixture
def    _snake_case					(		snake_case__ :  Optional[int]  ):
	def _cleanup_repo(snake_case__ :  Dict  ):
		hf_api.delete_repo(snake_case__						,   token=snake_case__						,   repo_type='dataset'  )

	return _cleanup_repo






@pytest.fixture
def    _snake_case					(		snake_case__ :  Optional[Any]  ):
	@contextmanager
	def _temporary_repo(snake_case__ :  Dict  ):
		try:
			yield repo_id
		finally:
			cleanup_repo(snake_case__  )

	return _temporary_repo






@pytest.fixture(scope='session'  )
def    _snake_case					(		snake_case__ :  HfApi						,   snake_case__ :  Union[str, Any]						,   snake_case__ :  List[Any]  ):
	A     = F'repo_txt_data-{int(time.time() * 10e3  )}'
	A     = F'{CI_HUB_USER}/{repo_name}'
	hf_api.create_repo(snake_case__						,   token=snake_case__						,   repo_type='dataset'						,   private=snake_case__  )
	hf_api.upload_file(
	    token=snake_case__						,   path_or_fileobj=str(snake_case__  )						,   path_in_repo='data/text_data.txt'						,   repo_id=snake_case__						,   repo_type='dataset'						,   )
	yield repo_id
	try:
		hf_api.delete_repo(snake_case__						,   token=snake_case__						,   repo_type='dataset'  )
	except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
		pass






@pytest.fixture()
def    _snake_case					(		snake_case__ :  str						,   snake_case__ :  Dict						,   snake_case__ :  Dict  ):
	return hf_private_dataset_repo_txt_data_






@pytest.fixture(scope='session'  )
def    _snake_case					(		snake_case__ :  HfApi						,   snake_case__ :  Any						,   snake_case__ :  str  ):
	A     = F'repo_zipped_txt_data-{int(time.time() * 10e3  )}'
	A     = F'{CI_HUB_USER}/{repo_name}'
	hf_api.create_repo(snake_case__						,   token=snake_case__						,   repo_type='dataset'						,   private=snake_case__  )
	hf_api.upload_file(
	    token=snake_case__						,   path_or_fileobj=str(snake_case__  )						,   path_in_repo='data.zip'						,   repo_id=snake_case__						,   repo_type='dataset'						,   )
	yield repo_id
	try:
		hf_api.delete_repo(snake_case__						,   token=snake_case__						,   repo_type='dataset'  )
	except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
		pass






@pytest.fixture()
def    _snake_case					(		snake_case__ :  Union[str, Any]						,   snake_case__ :  str						,   snake_case__ :  Dict  ):
	return hf_private_dataset_repo_zipped_txt_data_






@pytest.fixture(scope='session'  )
def    _snake_case					(		snake_case__ :  HfApi						,   snake_case__ :  Union[str, Any]						,   snake_case__ :  Optional[int]  ):
	A     = F'repo_zipped_img_data-{int(time.time() * 10e3  )}'
	A     = F'{CI_HUB_USER}/{repo_name}'
	hf_api.create_repo(snake_case__						,   token=snake_case__						,   repo_type='dataset'						,   private=snake_case__  )
	hf_api.upload_file(
	    token=snake_case__						,   path_or_fileobj=str(snake_case__  )						,   path_in_repo='data.zip'						,   repo_id=snake_case__						,   repo_type='dataset'						,   )
	yield repo_id
	try:
		hf_api.delete_repo(snake_case__						,   token=snake_case__						,   repo_type='dataset'  )
	except (requests.exceptions.HTTPError, ValueError):  # catch http error and token invalid error
		pass






@pytest.fixture()
def    _snake_case					(		snake_case__ :  Optional[int]						,   snake_case__ :  int						,   snake_case__ :  Union[str, Any]  ):
	return hf_private_dataset_repo_zipped_img_data_







"""simple docstring"""
from ..utils import DummyObject, requires_backends



class        UpperCamelCase__ (				metaclass=a_):







    """simple docstring"""
    __UpperCAmelCase           = ["""flax""", """transformers"""]







    def __init__(		self :	List[Any]				,    *UpperCamelCase_ :	str				,    **UpperCamelCase_ :	Any ):





           '''simple docstring'''

           requires_backends(self				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	Optional[int]				,    *UpperCamelCase_ :	Tuple				,    **UpperCamelCase_ :	List[Any] ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	str				,    *UpperCamelCase_ :	Optional[Any]				,    **UpperCamelCase_ :	Dict ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )



class        UpperCamelCase__ (				metaclass=a_):







    """simple docstring"""
    __UpperCAmelCase           = ["""flax""", """transformers"""]







    def __init__(		self :	List[Any]				,    *UpperCamelCase_ :	str				,    **UpperCamelCase_ :	str ):





           '''simple docstring'''

           requires_backends(self				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	Optional[int]				,    *UpperCamelCase_ :	Optional[int]				,    **UpperCamelCase_ :	List[str] ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	Tuple				,    *UpperCamelCase_ :	List[str]				,    **UpperCamelCase_ :	Optional[Any] ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )



class        UpperCamelCase__ (				metaclass=a_):







    """simple docstring"""
    __UpperCAmelCase           = ["""flax""", """transformers"""]







    def __init__(		self :	Optional[int]				,    *UpperCamelCase_ :	List[Any]				,    **UpperCamelCase_ :	List[str] ):





           '''simple docstring'''

           requires_backends(self				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	str				,    *UpperCamelCase_ :	List[str]				,    **UpperCamelCase_ :	Tuple ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	Tuple				,    *UpperCamelCase_ :	Any				,    **UpperCamelCase_ :	List[str] ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )



class        UpperCamelCase__ (				metaclass=a_):







    """simple docstring"""
    __UpperCAmelCase           = ["""flax""", """transformers"""]







    def __init__(		self :	Optional[Any]				,    *UpperCamelCase_ :	Optional[Any]				,    **UpperCamelCase_ :	Dict ):





           '''simple docstring'''

           requires_backends(self				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	str				,    *UpperCamelCase_ :	Dict				,    **UpperCamelCase_ :	List[str] ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )







    @classmethod
    def 				a__			(		cls :	str				,    *UpperCamelCase_ :	Optional[Any]				,    **UpperCamelCase_ :	Union[str, Any] ):





           '''simple docstring'''

           requires_backends(cls				,    ['flax', 'transformers'] )